# code_generator/ai_developer.py
import subprocess
import ast
from pathlib import Path
from datetime import datetime

class OnpharosAIDeveloper:
    """翁法罗斯AI开发者"""
    
    def __init__(self, project_root: str):
        self.project_root = Path(project_root)
        self.development_log = []
        self.current_cycle = 0
        
    def analyze_project_health(self) -> Dict:
        """分析项目健康状态"""
        analysis = {
            'test_coverage': self._get_test_coverage(),
            'code_quality': self._analyze_code_quality(),
            'performance_metrics': self._get_performance_metrics(),
            'training_progress': self._get_training_progress()
        }
        return analysis
    
    def generate_improvement_patch(self, issue_analysis: Dict) -> str:
        """根据问题分析生成改进补丁"""
        
        prompt = f"""
        基于以下翁法罗斯项目问题分析，请生成改进代码：
        
        问题描述: {issue_analysis['description']}
        影响文件: {issue_analysis['affected_files']}
        当前性能: {issue_analysis['current_performance']}
        目标改进: {issue_analysis['improvement_goals']}
        
        请生成具体的代码改进方案，包括：
        1. 核心算法优化
        2. 性能提升措施
        3. 错误修复
        4. 新增功能实现
        
        代码要求：
        - 使用Python 3.8+
        - 符合PEP8规范
        - 包含适当的类型注解
        - 添加必要的注释
        
        改进代码：
        """
        
        # 调用本地代码生成模型
        improved_code = self._call_code_generation_model(prompt)
        return improved_code
    
    def auto_commit_changes(self, change_description: str):
        """自动提交代码变更"""
        try:
            # 添加所有变更文件
            subprocess.run(['git', 'add', '.'], 
                         cwd=self.project_root, check=True)
            
            # 提交变更
            commit_message = f"AI自动优化: {change_description} - 轮回{self.current_cycle}"
            subprocess.run(['git', 'commit', '-m', commit_message],
                         cwd=self.project_root, check=True)
            
            # 推送到远程仓库
            subprocess.run(['git', 'push'], 
                         cwd=self.project_root, check=True)
            
            self._log_development(f"代码变更已提交: {commit_message}")
            
        except subprocess.CalledProcessError as e:
            self._log_development(f"提交失败: {e}")